Generate joint ensemble design for parameter sampling Creates a joint ensemble design that maintains parameter correlations across all sites in a multi-site run. This function generates sample indices that are shared across sites to ensure consistent parameter sampling.
Source:R/generate_joint_ensemble_design.R
generate_joint_ensemble_design.RdGenerate joint ensemble design for parameter sampling Creates a joint ensemble design that maintains parameter correlations across all sites in a multi-site run. This function generates sample indices that are shared across sites to ensure consistent parameter sampling.
Arguments
- settings
A PEcAn settings object containing ensemble configuration
- ensemble_size
Integer specifying the number of ensemble members Since the `input_design` will only be generated once for the entire model run, the only situation, where we might want to recycle the existing `ensemble_samples`, is when we split and submit the larger SDA runs (e.g., 8,000 sites) into smaller SDA experiments (e.g., 100 sites per job), where we want to keep using the same parameters rather than creating new parameters for each job.
- sobol
for activating sobol